739 lines
23 KiB
JSON
739 lines
23 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-10-23T09:41:48.762383+00:00",
|
|
"communityError": "ModelHubAPIError: 分页大小不能超过100",
|
|
"communitySample": {},
|
|
"communityUpdatedAt": null,
|
|
"frameworkAttemptedAt": "2026-10-23T06:15:55.964239+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 43964,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 22159,
|
|
"successRate": 0.5040260212901465,
|
|
"wilsonLowerBound": 0.49935214609351847
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 58583,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15621,
|
|
"successRate": 0.2666473208951402,
|
|
"wilsonLowerBound": 0.2630817809935259
|
|
},
|
|
"vllm_0.23.0": {
|
|
"framework": "vllm_0.23.0",
|
|
"modelCount": 1,
|
|
"officialConfigError": "framework_mismatch",
|
|
"officialConfigValid": false,
|
|
"successCount": 1,
|
|
"successRate": 1.0,
|
|
"wilsonLowerBound": 0.20654329147389294
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 5609,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1809,
|
|
"successRate": 0.3225173827776787,
|
|
"wilsonLowerBound": 0.31040927158514764
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39025,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18757,
|
|
"successRate": 0.4806406149903908,
|
|
"wilsonLowerBound": 0.4756856508851418
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 40893,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 11200,
|
|
"successRate": 0.27388550607683465,
|
|
"wilsonLowerBound": 0.26958455933447
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 14641,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6035,
|
|
"successRate": 0.4121986203128202,
|
|
"wilsonLowerBound": 0.40424934337112234
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26815,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3293,
|
|
"successRate": 0.12280440052209585,
|
|
"wilsonLowerBound": 0.11892988059770816
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16525,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1676,
|
|
"successRate": 0.10142208774583963,
|
|
"wilsonLowerBound": 0.09691144896995606
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 17974,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6896,
|
|
"successRate": 0.38366529431400914,
|
|
"wilsonLowerBound": 0.37658170973209737
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24847,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3811,
|
|
"successRate": 0.1533786775063388,
|
|
"wilsonLowerBound": 0.14895158306091186
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8123,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.066970331158439,
|
|
"wilsonLowerBound": 0.061736366111672984
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 56408,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14150,
|
|
"successRate": 0.25085094312863426,
|
|
"wilsonLowerBound": 0.24729050748652223
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 25882,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3351,
|
|
"successRate": 0.1294722200757283,
|
|
"wilsonLowerBound": 0.1254370155019984
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 87132,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9774,
|
|
"successRate": 0.11217463159344443,
|
|
"wilsonLowerBound": 0.11009625130917604
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 50436,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5774,
|
|
"successRate": 0.11448171940677294,
|
|
"wilsonLowerBound": 0.11173226201847136
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 52998,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3870,
|
|
"successRate": 0.07302162345748896,
|
|
"wilsonLowerBound": 0.07083736811207234
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 95287,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 24092,
|
|
"successRate": 0.2528361686274098,
|
|
"wilsonLowerBound": 0.2500864394652107
|
|
},
|
|
"llamacpp_opt": {
|
|
"framework": "llamacpp_opt",
|
|
"modelCount": 156,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5722,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 592,
|
|
"successRate": 0.1034603285564488,
|
|
"wilsonLowerBound": 0.09583314316759757
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112950,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16542,
|
|
"successRate": 0.14645418326693227,
|
|
"wilsonLowerBound": 0.14440426160294925
|
|
},
|
|
"vllm-0.17.0": {
|
|
"framework": "vllm-0.17.0",
|
|
"modelCount": 334,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1,
|
|
"successRate": 0.0029940119760479044,
|
|
"wilsonLowerBound": 0.0005286986847552426
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 26371,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4248,
|
|
"successRate": 0.16108604148496455,
|
|
"wilsonLowerBound": 0.1566985460266171
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 44663,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5811,
|
|
"successRate": 0.13010769540783199,
|
|
"wilsonLowerBound": 0.12701939567235843
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8574,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 841,
|
|
"successRate": 0.09808724049451831,
|
|
"wilsonLowerBound": 0.09197024660181953
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 205,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 37,
|
|
"successRate": 0.18048780487804877,
|
|
"wilsonLowerBound": 0.13387369642098657
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36017,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7281,
|
|
"successRate": 0.2021545381347697,
|
|
"wilsonLowerBound": 0.1980387399113975
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61589,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12431,
|
|
"successRate": 0.2018379905502606,
|
|
"wilsonLowerBound": 0.198686688302206
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 19307,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5475,
|
|
"successRate": 0.2835759051121355,
|
|
"wilsonLowerBound": 0.27726147674141
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 16465,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3975,
|
|
"successRate": 0.24142119647737625,
|
|
"wilsonLowerBound": 0.23494522717067756
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 70137,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19259,
|
|
"successRate": 0.2745911573064146,
|
|
"wilsonLowerBound": 0.27130050487061963
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1931,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1110,
|
|
"successRate": 0.5748316934230968,
|
|
"wilsonLowerBound": 0.5526541540847068
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 48737,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21789,
|
|
"successRate": 0.4470730656380163,
|
|
"wilsonLowerBound": 0.4426632315763324
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 41566,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5329,
|
|
"successRate": 0.12820574508011356,
|
|
"wilsonLowerBound": 0.12502605509351106
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 1291,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6289,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.03052949594530132,
|
|
"wilsonLowerBound": 0.026555749965692398
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10117,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 766,
|
|
"successRate": 0.07571414450924187,
|
|
"wilsonLowerBound": 0.07071873575009961
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7974,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3509,
|
|
"successRate": 0.4400551793328317,
|
|
"wilsonLowerBound": 0.42919120600333155
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7443,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 246,
|
|
"successRate": 0.03305118903667876,
|
|
"wilsonLowerBound": 0.02922456762183645
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 20571,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5823,
|
|
"successRate": 0.2830683972582762,
|
|
"wilsonLowerBound": 0.27695313991044695
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 29298,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 15019,
|
|
"successRate": 0.5126288483855553,
|
|
"wilsonLowerBound": 0.5069039776736306
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 68834,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 7472,
|
|
"successRate": 0.10855100676991022,
|
|
"wilsonLowerBound": 0.10624890198732874
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 14494,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2624,
|
|
"successRate": 0.18104043052297503,
|
|
"wilsonLowerBound": 0.1748564582451783
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-10-23T09:41:48.762383+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1137.6734693877552,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.7070266772897096,
|
|
"queueFactor": 0.9858758335025821,
|
|
"queueWeight": 0.9858758335025821,
|
|
"recentSuccess": 45,
|
|
"recentSuccessRate": 0.30612244897959184,
|
|
"recentTerminal": 147,
|
|
"recentWilsonLowerBound": 0.23734421592836366,
|
|
"running": 8,
|
|
"selectionWeight": 1.6829163482841356,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 24.5,
|
|
"waiting": 27873
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1420.5109489051097,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9535822922491102,
|
|
"queueWeight": 0.9535822922491102,
|
|
"recentSuccess": 49,
|
|
"recentSuccessRate": 0.35766423357664234,
|
|
"recentTerminal": 137,
|
|
"recentWilsonLowerBound": 0.2822907828184122,
|
|
"running": 6,
|
|
"selectionWeight": 2.3839557306227754,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.833333333333332,
|
|
"waiting": 32435
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1034.7428571428572,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.08137843404065923,
|
|
"queueFactor": 1.0,
|
|
"queueWeight": 1.0,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.10476190476190476,
|
|
"recentTerminal": 105,
|
|
"recentWilsonLowerBound": 0.059510259416906686,
|
|
"running": 7,
|
|
"selectionWeight": 0.08137843404065923,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.5,
|
|
"waiting": 18108
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 447.95238095238096,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.5190980218664336,
|
|
"queueFactor": 1.1338094911913317,
|
|
"queueWeight": 1.1338094911913317,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.1984126984126984,
|
|
"recentTerminal": 126,
|
|
"recentWilsonLowerBound": 0.1381601427162113,
|
|
"running": 7,
|
|
"selectionWeight": 0.5885582640508079,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.0,
|
|
"waiting": 9407
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 56.734584450402146,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.064343163538874,
|
|
"recentTerminal": 373,
|
|
"recentWilsonLowerBound": 0.04361596695343044,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 62.166666666666664,
|
|
"waiting": 3527
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 212.00904977375563,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.06083483876791179,
|
|
"queueFactor": 1.268445189148009,
|
|
"queueWeight": 1.268445189148009,
|
|
"recentSuccess": 18,
|
|
"recentSuccessRate": 0.08144796380090498,
|
|
"recentTerminal": 221,
|
|
"recentWilsonLowerBound": 0.05213829900938303,
|
|
"running": 2,
|
|
"selectionWeight": 0.07716565856775251,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 36.833333333333336,
|
|
"waiting": 7809
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2542.8947368421054,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.8195386967199587,
|
|
"queueFactor": 0.8738272987411885,
|
|
"queueWeight": 0.8738272987411885,
|
|
"recentSuccess": 11,
|
|
"recentSuccessRate": 0.2894736842105263,
|
|
"recentTerminal": 38,
|
|
"recentWilsonLowerBound": 0.1700310626365613,
|
|
"running": 2,
|
|
"selectionWeight": 0.7161352855686757,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.333333333333333,
|
|
"waiting": 16105
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 284.5578947368421,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.22837581699864665,
|
|
"queueFactor": 1.2136662348725185,
|
|
"queueWeight": 1.2136662348725185,
|
|
"recentSuccess": 26,
|
|
"recentSuccessRate": 0.1368421052631579,
|
|
"recentTerminal": 190,
|
|
"recentWilsonLowerBound": 0.09512445914682452,
|
|
"running": 8,
|
|
"selectionWeight": 0.27717201795268276,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 31.666666666666668,
|
|
"waiting": 9011
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 573.75,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.36283869813640224,
|
|
"queueFactor": 1.092487460302489,
|
|
"queueWeight": 1.092487460302489,
|
|
"recentSuccess": 21,
|
|
"recentSuccessRate": 0.175,
|
|
"recentTerminal": 120,
|
|
"recentWilsonLowerBound": 0.11740448670592564,
|
|
"running": 4,
|
|
"selectionWeight": 0.39639672782649954,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.0,
|
|
"waiting": 11475
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2163.780821917808,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.2342040622488617,
|
|
"queueFactor": 0.8952470023389962,
|
|
"queueWeight": 0.8952470023389962,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.3698630136986301,
|
|
"recentTerminal": 73,
|
|
"recentWilsonLowerBound": 0.26822983017391167,
|
|
"running": 4,
|
|
"selectionWeight": 2.0001644893419015,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.166666666666666,
|
|
"waiting": 26326
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 1697.1818181818182,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.17569606672824115,
|
|
"queueFactor": 0.9284651561541739,
|
|
"queueWeight": 0.9284651561541739,
|
|
"recentSuccess": 10,
|
|
"recentSuccessRate": 0.15151515151515152,
|
|
"recentTerminal": 66,
|
|
"recentWilsonLowerBound": 0.08443546388835518,
|
|
"running": 2,
|
|
"selectionWeight": 0.16312767603051057,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.0,
|
|
"waiting": 18669
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 574.1587301587301,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.6232336795338371,
|
|
"queueFactor": 1.092370767555448,
|
|
"queueWeight": 1.092370767555448,
|
|
"recentSuccess": 38,
|
|
"recentSuccessRate": 0.20105820105820105,
|
|
"recentTerminal": 189,
|
|
"recentWilsonLowerBound": 0.15013238455609035,
|
|
"running": 16,
|
|
"selectionWeight": 0.6808022528787837,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 31.5,
|
|
"waiting": 18086
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1526.7216494845359,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.15732153785095,
|
|
"queueFactor": 0.9433240045167571,
|
|
"queueWeight": 0.9433240045167571,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.27835051546391754,
|
|
"recentTerminal": 97,
|
|
"recentWilsonLowerBound": 0.19891045889682296,
|
|
"running": 6,
|
|
"selectionWeight": 1.0917291875990498,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 16.166666666666668,
|
|
"waiting": 24682
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-10-23T09:40:07.262167+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-10-23T09:40:07.262167+00:00",
|
|
"supportedGpus": [
|
|
"Cambricon_mlu-370-x4",
|
|
"Vastai_va16",
|
|
"Iluvatar_mrv-100",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b3",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|